Application Examples

Real-world multimodal AI applications

E-commerce Visual Search

Enable customers to search products using images or natural language descriptions. CLIP embeddings power semantic matching across millions of product images.

10M+
Products Indexed
50ms
Search Latency
92%
Relevance Score
+35%
Conversion Lift
CLIP FAISS Kubernetes

Automated Video Captioning

Generate accurate captions for video content using Whisper for speech recognition and vision-language models for scene descriptions. Supports 90+ languages.

4.2%
WER (English)
0.3x
Real-time Factor
96
Languages
1M hrs
Processed/Month
Whisper BLIP-2 FFmpeg

Medical Imaging Assistant

AI-powered radiology assistant that answers questions about medical scans, highlights regions of interest, and generates preliminary reports for radiologist review.

94%
Detection Accuracy
-60%
Report Time
FDA
510(k) Cleared
HIPAA
Compliant
LLaVA-Med DICOM HL7 FHIR

Autonomous Vehicle Perception

Fuse camera, LiDAR, and radar data with natural language scene understanding for robust autonomous driving perception in complex urban environments.

99.9%
Object Detection
30 FPS
Real-time
6
Sensor Modalities
ASIL-D
Safety Rating
BEVFusion TensorRT ROS2

Smart Meeting Assistant

Real-time meeting transcription with speaker diarization, automatic action item extraction, and visual content understanding from shared screens.

Real-time
Transcription
98%
Speaker ID
Auto
Action Items
30+
Integrations
Whisper PyAnnote GPT-4

Multimodal Content Moderation

Comprehensive content safety system analyzing images, text, and audio simultaneously to detect policy violations while minimizing false positives.

99.5%
Recall
<1%
False Positive
100ms
Latency
1B+
Items/Day
CLIP NSFW Detection Multi-GPU